21 results found Sort:

floodsung
Meta-Learning-Papers floodsung
474
2.6k
unknown
169
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
deep-learning meta-learning few-shot-learning learning-to-learn one-shot-learning
Created 2017-05-07
14 commits to master branch, last one 5 years ago
tata1661
FSL-Mate tata1661
286
1.7k
unknown
42
FSL-Mate: A collection of resources for few-shot learning (FSL).
paper papers few-shot low-shot paddlepaddle deep-learning meta-learning few-shot-paper few-shot-papers few-shot-learning one-shot-learning
Created 2020-03-28
103 commits to master branch, last one 15 days ago
sudharsan13296
Awesome-Meta-Learning sudharsan13296
298
1.5k
unknown
69
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
metalearning few-shot-learning one-shot-learning deep-meta-learning meta-reinforcement zero-shot-learning
Created 2019-06-13
51 commits to master branch, last one 3 years ago
sudharsan13296
Hands-On-Meta-Learning-With-Python sudharsan13296
357
1.1k
unknown
40
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
ntm maml mann keras reptile meta-sgd tensorflow metalearning shot-learning siamese-network relation-network few-shot-learning matching-networks one-shot-learning deep-meta-learning zero-shot-learning prototypical-network prototypical-networks reinforcement-learning meta-imitation-learning
Created 2018-12-09
23 commits to master branch, last one 3 years ago
SuperBruceJia
EEG-DL SuperBruceJia
215
875
mit
19
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
cnn gcn gru rnn lstm resnet densenet eeg-data tensorflow transformer transformers deep-learning one-shot-learning residual-learning eeg-classification attention-mechanism eeg-signals-processing fully-convolutional-networks motor-imagery-classification graph-convolutional-neural-networks
Created 2020-04-30
107 commits to master branch, last one about a year ago
timy90022
One-Shot-Object-Detection timy90022
82
418
mit
16
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
pytorch object-detection one-shot-learning one-shot-object-detection
Created 2019-10-12
39 commits to master branch, last one 3 years ago
fangpin
siamese-pytorch fangpin
58
279
unknown
3
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
pytorch siamese one-shot siamese-network one-shot-learning
Created 2018-03-27
24 commits to master branch, last one 5 years ago
few-shot-learning
Keras-FewShotLearning few-shot-learning
41
211
unknown
5
Some State-of-the-Art few shot learning algorithms in tensorflow 2
tf2 tensorflow tensorflow2 deep-learning keras-tensorflow few-shot-learning one-shot-learning
Created 2019-07-18
186 commits to master branch, last one about a year ago
Ant-Brain
EfficientWord-Net Ant-Brain
33
210
apache-2.0
12
OneShot Learning-based hotword detection.
cnn iot python hotword wakeword tensorflow siamese-network hotword-detector machine-learning hotword-detection one-shot-learning siamese-neural-network artificial-intelligence convolutional-neural-networks
Created 2021-09-23
56 commits to main branch, last one 2 months ago
BayesWatch
deep-kernel-transfer BayesWatch
29
193
unknown
14
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
paper kernel kernels gpytorch regression uncertainty deep-learning meta-learning shot-learning classification kernel-methods bayesian-methods few-shot-learning one-shot-learning gaussian-processes deep-kernel-learning uncertainty-quantification
Created 2019-10-10
53 commits to master branch, last one 2 years ago
Speaker-Identification
You-Only-Speak-Once Speaker-Identification
35
139
unknown
5
Deep Learning - one shot learning for speaker recognition using Filter Banks
audio speech deep-speaker triplet-loss deep-learning neural-network siamese-networks one-shot-learning speaker-recognition voice-authentication speaker-identification
Created 2019-11-20
43 commits to master branch, last one 4 years ago
msindev
Facial-Recognition-Using-FaceNet-Siamese-One-Shot-Learning msindev
54
131
unknown
5
Implementation of Facial Recognition System Using Facenet based on One Shot Learning Using Siamese Networks
facenet haar-cascade facenet-model face-detection siamese-network face-recognition one-shot-learning
Created 2019-02-12
52 commits to master branch, last one about a month ago
ilia10000
LO-Shot ilia10000
13
84
unknown
5
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
deep-learning classification knn-classifier machine-learning few-shot-learning one-shot-learning supervised-learning deep-neural-networks
Created 2020-06-06
100 commits to master branch, last one about a month ago
AyanKumarBhunia
Deep-One-Shot-Logo-Retrieval AyanKumarBhunia
21
61
unknown
6
A Deep One-Shot Network for Query-based Logo Retrieval [Pattern Recognition 2019, Elsevier]
tensorflow deeplearning logo-detection logo-retrieval siamese-network one-shot-learning image-segmentation one-shot-segmentation
Created 2019-04-07
39 commits to master branch, last one 3 years ago
Heldenkombinat
Logodetect Heldenkombinat
10
58
agpl-3.0
5
Find logos in images and videos in just one-shot. Never be embarrassed again to say that you have a small data situation!
small-dataset logo-detection image-processing object-detection video-processing one-shot-learning
Created 2019-11-12
208 commits to master branch, last one 2 years ago
schatty
prototypical-networks-tf schatty
17
51
mit
3
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
omniglot tensorflow2 few-shot-learning one-shot-learning prototypical-networks
Created 2019-03-30
40 commits to master branch, last one 5 years ago
johnnyasd12
awesome-few-shot-meta-learning johnnyasd12
5
51
unknown
3
awesome few shot / meta learning papers
deep-learning meta-learning metric-learning conference-paper few-shot-learning one-shot-learning
Created 2019-05-31
36 commits to master branch, last one 3 years ago
nevoit
Siamese-Neural-Networks-for-One-shot-Image-Recognition nevoit
8
49
unknown
3
One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over ...
image-recognition one-shot-learning siamese-neural-network
Created 2020-05-10
25 commits to master branch, last one 9 months ago
astra-vision
ManiFest astra-vision
4
49
apache-2.0
2
Few-shot image translation method working on unstructured environments. ECCV 2022
gan cvpr eccv gans eccv2022 few-shot one-shot computer-vision conditional-gan generative-model image-processing few-shot-learning image-translation one-shot-learning image-to-image-translation generative-adversarial-network
Created 2021-11-26
16 commits to main branch, last one about a year ago
hlamba28
Offline-Signature-Verification-using-Siamese-Network hlamba28
28
47
unknown
3
Identifying forged signatures using convolutional siamese networks implemented in Keras
siamese-network keras-tensorflow one-shot-learning signature-verification convolutional-neural-networks
Created 2019-03-12
4 commits to master branch, last one 5 years ago
tata1661
PAR-NeurIPS21 tata1661
6
36
unknown
5
Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".
meta-learning drug-discovery few-shot-learning one-shot-learning molecular-property graph-structure-learning molecular-representation-learning
Created 2021-09-29
13 commits to main branch, last one 2 years ago